近两年图像生成的热度随着Diffusion Model水涨船高,虚拟试衣(Virtual Try-On)作为图像生成中一个商业价值高、可以直接变现的子任务,也因此得到投资人和科技公司的青睐。我个人关注虚拟试衣技术多年,在两年前曾写过一篇GAN相关的虚拟试衣科普文章,今天在这里想和大家再聊一下在Diffusion背景下,虚拟试衣技术在学术界的发展。
论文链接:WarpDiffusion: Efficient Diffusion Model for High-Fidelity Virtual Try-on 介绍 虚拟试穿(VITON)由于其在电子商务行业中彻底改变在线购物体验的潜力,正引起显著关注,尤其是通过虚拟试衣间体验。VITON通过从商店服装图像和人物图像生成穿着特定服装的人的高度逼真的图像来实现这一目标。然而,大多数现有方法未能...
TryOnDiffusion: A Tale of Two UNets by backpropagation Oct 07, 2024 #ai-in-fashion TryOnDiffusion: A Tale of Two UNets by backpropagation Oct 07, 2024 #ai-in-fashion How TryOnDiffusion Innovates on Existing Virtual Try-On Frameworks by backpropagation Oct 07, 2024 #ai-in-fashion ...
CatVTON is a simple and efficient virtual try-on diffusion model with 1) Lightweight Network (899.06M parameters totally), 2) Parameter-Efficient Training (49.57M parameters trainable) and 3) Simplified Inference (< 8G VRAM for 1024X768 resolution). - Zh
We present OOTDiffusion, a novel network architecture for realistic and controllable image-based virtual try-on (VTON). We leverage the power of pretrained latent diffusion models, designing an outfitting UNet to learn the garment detail features. Without a redundant warping process, the garment fea...
🤗Try out OOTDiffusion (Thanks toZeroGPUfor providing A100 GPUs) OOTDiffusion: Outfitting Fusion based Latent Diffusion for Controllable Virtual Try-on[arXiv paper] Yuhao Xu,Tao Gu,Weifeng Chen,Chengcai Chen Xiao-i Research Our model checkpoints trained onVITON-HD(half-body) andDress Code(fu...
Published in Chapter: Ubiquitous, Wearable, Mobile: Paradigm Shifts in E-Learning and Diffusion of Knowledge; From: Handbook of Research on Mobile Devices and Smart Gadgets in K-12 Education Full Text Chapter Download: US $37.50 Add to Cart ...
This article introduces how to quickly build a virtual clothes try-on services based on the Stable Diffusion models.
Image-based Virtual Try-On Systems are among the most potential solution for virtual fitting which tries on a target clothes into a model person image and ... PD Lai,NN Tan,ST Chung - 멀티미디어학회논문지 被引量: 0发表: 2020年 CatV2TON: Taming Diffusion Transformers fo...
This narrative review synthesizes and introduces 386 previous works about virtual reality-induced symptoms and effects by focusing on cybersickness, visual fatigue, muscle fatigue, acute stress, and mental overload. Usually, these VRISE are treated independently in the literature, although virtual realit...